Qi Zhou

13 papers A* 6A 1Journal 6
YearRankTypeTitle / Venue / Authors
2023 A* conf
Efficient Exploration in Resource-Restricted Reinforcement Learning.
AAAI
Zhihai Wang, Taoxing Pan, Qi Zhou, Jie Wang
2023 J jnl
Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution.
CoRR
Jie Wang, Rui Yang, Zijie Geng, Zhihao Shi, Mingxuan Ye, Qi Zhou, Shuiwang Ji, Bin Li, Yongdong Zhang, Feng Wu
2023 A conf
Learning robust representation for reinforcement learning with distractions by reward sequence prediction.
UAI
Qi Zhou, Jie Wang, Qiyuan Liu, Yufei Kuang, Wengang Zhou, Houqiang Li
2023 A* conf
Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions.
AAAI
Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang
2023 J jnl
Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions.
CoRR
Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang
2022 J jnl
Efficient Exploration in Resource-Restricted Reinforcement Learning.
CoRR
Zhihai Wang, Taoxing Pan, Qi Zhou, Jie Wang
2022 A* conf
Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization.
AAAI
Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
2022 A* conf
Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic.
AAAI
Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
2021 J jnl
Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization.
CoRR
Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
2021 J jnl
Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic.
CoRR
Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
2020 A* conf
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization.
AAAI
Qi Zhou, Houqiang Li, Jie Wang
2020 A* conf
Promoting Stochasticity for Expressive Policies via a Simple and Efficient Regularization Method.
NeurIPS
Qi Zhou, Yufei Kuang, Zherui Qiu, Houqiang Li, Jie Wang
2019 J jnl
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization.
CoRR
Qi Zhou, Houqiang Li, Jie Wang